Alessandro Rigazzi

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 8

Top Topics

Minimization Problems

Neural Network Training

Water Distribution

Intracranial Aneurysms

Top Venues

J. Comput. Sci.

Comput. Vis. Sci.

Publications

Tomislav Maric, Mohammed Elwardi Fadeli, Alessandro Rigazzi, Andrew Shao, Andre Weiner
Combining Machine Learning with Computational Fluid Dynamics using OpenFOAM and SmartSim. CoRR (2024)
Riccardo Balin, Filippo Simini, Cooper Simpson, Andrew Shao, Alessandro Rigazzi, Matthew Ellis, Stephen Becker, Alireza Doostan, John A. Evans, Kenneth E. Jansen
In Situ Framework for Coupling Simulation and Machine Learning with Application to CFD. CoRR (2023)
Sam Partee, Matthew Ellis, Alessandro Rigazzi, Andrew Shao, Scott Bachman, Gustavo Marques, Benjamin Robbins
Using Machine Learning at scale in numerical simulations with SmartSim: An application to ocean climate modeling. J. Comput. Sci. 62 (2022)
Sam Partee, Matthew Ellis, Alessandro Rigazzi, Scott Bachman, Gustavo Marques, Andrew Shao, Benjamin Robbins
Using Machine Learning at Scale in HPC Simulations with SmartSim: An Application to Ocean Climate Modeling. CoRR (2021)
Aaron Vose, Jacob Balma, Alex Heye, Alessandro Rigazzi, Charles Siegel, Diana Moise, Benjamin Robbins, Rangan Sukumar
Recombination of Artificial Neural Networks. CoRR (2019)
Alessandro Rigazzi
DC-S3GD: Delay-Compensated Stale-Synchronous SGD for Large-Scale Decentralized Neural Network Training. CoRR (2019)
Alessandro Rigazzi
DC-S3GD: Delay-Compensated Stale-Synchronous SGD for Large-Scale Decentralized Neural Network Training. DLS@SC (2019)
Rolf Krause, Alessandro Rigazzi, Johannes Steiner
A parallel multigrid method for constrained minimization problems and its application to friction, contact, and obstacle problems. Comput. Vis. Sci. 18 (1) (2016)